{"id":"W2278178224","doi":"10.38140/jjs.v29i2.2894","title":"Die Class Proceedings Act van Ontario — ’n voorbeeld van wetgewing vir die regulering van Suid-Afrikaanse groepsgedingvoering","year":2004,"lang":"af","type":"article","venue":"Journal for Juridical Science","topic":"Law, logistics, and international trade","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promulgation; Legislation; Commission; Law; Statutory law; Class (philosophy); Theology; Political science; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003364182,0.0006581007,0.0006650473,0.0006981533,0.003340259,0.005154412,0.002023518,0.0002569202,0.0003837646],"category_scores_gemma":[0.001924838,0.0005872312,0.0005344028,0.0007374005,0.001360237,0.00684194,0.0006818114,0.001377757,0.0001385505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173135,"about_ca_system_score_gemma":0.0008642912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529863,"about_ca_topic_score_gemma":0.002571305,"domain_scores_codex":[0.993259,0.000009876827,0.001372208,0.001121153,0.002299895,0.001937896],"domain_scores_gemma":[0.9971361,0.0001401542,0.001037386,0.0002681208,0.001047712,0.0003705514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002170106,0.004478381,0.155107,0.003699013,0.0009871818,0.001379958,0.00769921,0.01538359,0.08953504,0.6601574,0.02675403,0.03264911],"study_design_scores_gemma":[0.004488136,0.0004602104,0.05057845,0.003053156,0.0004925317,0.0002394364,0.0007814724,0.008714178,0.004877267,0.1326443,0.7913744,0.002296377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914613,0.000391909,0.01201668,0.01016006,0.01044521,0.0008837832,0.00002058098,0.0002524621,0.07436808],"genre_scores_gemma":[0.9846975,0.0001189362,0.001745853,0.001029999,0.007938229,0.00001811824,0.000008493591,0.00008307918,0.004359792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7646204,"threshold_uncertainty_score":0.9996579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03768844067980392,"score_gpt":0.273592432931702,"score_spread":0.2359039922518981,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}